Pandas Profiling Report

Dataset info

Number of variables	65
Number of observations	5910
Missing cells	4666 (1.2%)
Duplicate rows	60 (1.0%)
Total size in memory	2.9 MiB
Average record size in memory	520.0 B

Variables types

Numeric	38
Categorical	0
Boolean	1
Date	0
URL	0
Text (Unique)	0
Rejected	26
Unsupported	0

Warnings

Dataset has 60 (1.0%) duplicate rows	Warning
`Attr1` is highly skewed (γ1 = -71.73835874)	Skewed
`Attr10` is highly skewed (γ1 = 50.83330623)	Skewed
`Attr11` is highly correlated with `Attr1` (ρ = 0.9743319454)	Rejected
`Attr12` is highly skewed (γ1 = 62.69733486)	Skewed
`Attr13` is highly skewed (γ1 = 73.1341161)	Skewed
`Attr14` is highly skewed (γ1 = -54.31939128)	Skewed
`Attr15` is highly skewed (γ1 = -68.29987823)	Skewed
`Attr16` is highly correlated with `Attr12` (ρ = 0.9194294433)	Rejected
`Attr17` is highly skewed (γ1 = 56.38005766)	Skewed
`Attr18` is highly correlated with `Attr14` (ρ = 0.9968968287)	Rejected
`Attr19` is highly skewed (γ1 = -43.73386505)	Skewed
`Attr2` is highly skewed (γ1 = -71.01579978)	Skewed
`Attr20` is highly skewed (γ1 = 42.17453744)	Skewed
`Attr20` has 268 (4.5%) zeros	Zeros
`Attr21` is highly skewed (γ1 = 76.13972054)	Skewed
`Attr21` has 103 (1.7%) missing values	Missing
`Attr22` is highly correlated with `Attr11` (ρ = 0.9972396238)	Rejected
`Attr23` is highly correlated with `Attr19` (ρ = 0.9996844438)	Rejected
`Attr24` is highly skewed (γ1 = -36.64414645)	Skewed
`Attr24` has 135 (2.3%) missing values	Missing
`Attr25` is highly skewed (γ1 = 48.74578466)	Skewed
`Attr26` is highly correlated with `Attr16` (ρ = 0.9999483653)	Rejected
`Attr27` is highly skewed (γ1 = 35.44974929)	Skewed
`Attr27` has 390 (6.6%) zeros	Zeros
`Attr27` has 391 (6.6%) missing values	Missing
`Attr28` is highly skewed (γ1 = 65.14191241)	Skewed
`Attr28` has 107 (1.8%) missing values	Missing
`Attr3` is highly skewed (γ1 = -38.21154709)	Skewed
`Attr30` is highly skewed (γ1 = 53.72805859)	Skewed
`Attr31` is highly correlated with `Attr23` (ρ = 0.9862402676)	Rejected
`Attr32` is highly skewed (γ1 = 47.2935717)	Skewed
`Attr33` is highly correlated with `Attr26` (ρ = 0.956488054)	Rejected
`Attr34` is highly correlated with `Attr33` (ρ = 0.9818702082)	Rejected
`Attr35` is highly correlated with `Attr22` (ρ = 0.9993536554)	Rejected
`Attr36` is highly skewed (γ1 = 72.86556972)	Skewed
`Attr37` is highly skewed (γ1 = 32.73044568)	Skewed
`Attr37` has 2548 (43.1%) missing values	Missing
`Attr38` is highly correlated with `Attr10` (ρ = 0.9878393098)	Rejected
`Attr39` is highly skewed (γ1 = -51.86707877)	Skewed
`Attr4` is highly correlated with `Attr34` (ρ = 0.9774093156)	Rejected
`Attr40` is highly correlated with `Attr4` (ρ = 0.9943659364)	Rejected
`Attr41` is highly skewed (γ1 = 53.28491272)	Skewed
`Attr41` has 84 (1.4%) missing values	Missing
`Attr42` is highly skewed (γ1 = -42.93526352)	Skewed
`Attr42` has 542 (9.2%) zeros	Zeros
`Attr43` is highly skewed (γ1 = 35.68443432)	Skewed
`Attr44` is highly correlated with `Attr43` (ρ = 0.9784100575)	Rejected
`Attr45` is highly skewed (γ1 = 75.09557548)	Skewed
`Attr45` has 268 (4.5%) missing values	Missing
`Attr46` is highly correlated with `Attr40` (ρ = 0.9941128474)	Rejected
`Attr47` is highly skewed (γ1 = 51.9409447)	Skewed
`Attr47` has 265 (4.5%) zeros	Zeros
`Attr48` is highly correlated with `Attr35` (ρ = 0.9987275164)	Rejected
`Attr49` is highly correlated with `Attr42` (ρ = 0.973884859)	Rejected
`Attr50` is highly correlated with `Attr46` (ρ = 0.9954347918)	Rejected
`Attr51` is highly skewed (γ1 = 51.28104454)	Skewed
`Attr52` is highly skewed (γ1 = 40.92677828)	Skewed
`Attr53` is highly skewed (γ1 = 60.2125825)	Skewed
`Attr53` has 107 (1.8%) missing values	Missing
`Attr54` is highly correlated with `Attr53` (ρ = 0.9643219612)	Rejected
`Attr55` is highly skewed (γ1 = 28.72662642)	Skewed
`Attr56` is highly correlated with `Attr39` (ρ = 0.9371662068)	Rejected
`Attr57` is highly skewed (γ1 = -56.69383316)	Skewed
`Attr57` has 96 (1.6%) zeros	Zeros
`Attr58` is highly skewed (γ1 = 36.32546838)	Skewed
`Attr59` has 2547 (43.1%) zeros	Zeros
`Attr6` has 2274 (38.5%) zeros	Zeros
`Attr60` is highly correlated with `Attr45` (ρ = 0.9998960375)	Rejected
`Attr61` is highly skewed (γ1 = 22.11338072)	Skewed
`Attr62` is highly correlated with `Attr30` (ρ = 0.9523823148)	Rejected
`Attr63` is highly correlated with `Attr50` (ρ = 0.9649060135)	Rejected
`Attr64` is highly correlated with `Attr54` (ρ = 0.9502609651)	Rejected
`Attr7` is highly correlated with `Attr18` (ρ = 0.996879893)	Rejected
`Attr8` is highly correlated with `Attr50` (ρ = 0.9098129316)	Rejected

Attr1
Numeric

Distinct count	5623
Unique (%)	95.1%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.02234655866
Minimum	-463.89
Maximum	87.459
Zeros (%)	0.6%

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Quantile statistics

Minimum	-463.89
5-th percentile	-0.198677
Q1	0.0039645
Median	0.04667
Q3	0.11705
95-th percentile	0.298435
Maximum	87.459
Range	551.349
Interquartile range	0.1130855

Descriptive statistics

Standard deviation	6.163654835
Coef of variation	-275.8212094
Kurtosis	5441.147301
Mean	-0.02234655866
MAD	0.2350087548
Skewness	-71.73835874
Sum	-132.001122
Variance	37.99064093
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	0.6%
0.22288	3	0.1%
0.12012	3	0.1%
0.12713	3	0.1%
0.10292	3	0.1%
0.146	3	0.1%
0.046239	3	0.1%
-0.036523	3	0.1%
0.006096	3	0.1%
0.000266	3	0.1%
Other values (5612)	5843	98.9%

Minimum 5 values

Value	Count	Frequency (%)
-463.89	1	< 0.1%
-32.052	1	< 0.1%
-10.292	1	< 0.1%
-10.083	1	< 0.1%
-5.112	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
87.459	1	< 0.1%
5.53	1	< 0.1%
2.3523	1	< 0.1%
1.7939	1	< 0.1%
1.5906	1	< 0.1%

Attr10
Numeric

Distinct count	5613
Unique (%)	95.0%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5455801778
Minimum	-71.444
Maximum	339.85
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	-71.444
5-th percentile	-0.0306715
Q1	0.31894
Median	0.52332
Q3	0.720805
95-th percentile	0.906978
Maximum	339.85
Range	411.294
Interquartile range	0.401865

Descriptive statistics

Standard deviation	5.763741938
Coef of variation	10.56442696
Kurtosis	2809.996677
Mean	0.5455801778
MAD	0.3973885206
Skewness	50.83330623
Sum	3222.74211
Variance	33.22072112
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	9	0.2%
0.82798	4	0.1%
0.71667	3	0.1%
0.34971	3	0.1%
0.65751	3	0.1%
0.42285	3	0.1%
0.57044	3	0.1%
0.53744	3	0.1%
0.74768	3	0.1%
0.7772	3	0.1%
Other values (5602)	5870	99.3%

Minimum 5 values

Value	Count	Frequency (%)
-71.444	1	< 0.1%
-45.027	1	< 0.1%
-24.64	1	< 0.1%
-18.085	1	< 0.1%
-7.5525	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
339.85	1	< 0.1%
266.86	1	< 0.1%
21.653	1	< 0.1%
6.1142	1	< 0.1%
4.1294	1	< 0.1%

Attr11
Highly correlated

This variable is highly correlated with Attr1 and should be ignored for analysis

Correlation	0.9743319454

Attr12
Numeric

Distinct count	5686
Unique (%)	96.2%
Missing (%)	0.4%
Missing (n)	21
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.065217795
Minimum	-231.85
Maximum	2470.3
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	-231.85
5-th percentile	-0.435378
Q1	0.015605
Median	0.16796
Q3	0.54077
95-th percentile	2.3949
Maximum	2470.3
Range	2702.15
Interquartile range	0.525165

Descriptive statistics

Standard deviation	35.27557361
Coef of variation	33.11583206
Kurtosis	4212.114567
Mean	1.065217795
MAD	1.850192697
Skewness	62.69733486
Sum	6273.067596
Variance	1244.366094
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.27936	3	0.1%
0.33264	3	0.1%
-0.12994	3	0.1%
0.10014	3	0.1%
0.39858	3	0.1%
0.46496	3	0.1%
0.20614	3	0.1%
0.71783	3	0.1%
0.12934	2	< 0.1%
0.26574	2	< 0.1%
Other values (5675)	5861	99.2%
(Missing)	21	0.4%

Minimum 5 values

Value	Count	Frequency (%)
-231.85	1	< 0.1%
-96.239	1	< 0.1%
-86.622	1	< 0.1%
-64.29	1	< 0.1%
-44.21	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2470.3	1	< 0.1%
1050.5	1	< 0.1%
120.48	1	< 0.1%
78.116	1	< 0.1%
60.417	1	< 0.1%

Attr13
Numeric

Distinct count	5659
Unique (%)	95.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3544199486
Minimum	-310.34
Maximum	2340.2
Zeros (%)	0.1%

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Quantile statistics

Minimum	-310.34
5-th percentile	-0.119389
Q1	0.0240025
Median	0.067775
Q3	0.1351075
95-th percentile	0.3009045
Maximum	2340.2
Range	2650.54
Interquartile range	0.111105

Descriptive statistics

Standard deviation	30.91877634
Coef of variation	87.23768644
Kurtosis	5555.470044
Mean	0.3544199486
MAD	0.8609774079
Skewness	73.1341161
Sum	2094.621896
Variance	955.9707304
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-3.10340e+02 -1.03208e+01 -1.64365e+00 -9.82065e-01 -4.29365e-01 ... 4.98325e-01 9.39890e-01 4.64285e+00 5.18295e+01 2.34020e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	6	0.1%
0.12264	3	0.1%
0.16902	3	0.1%
0.16202	3	0.1%
0.11308	3	0.1%
0.026345	3	0.1%
0.085459	3	0.1%
0.10967	3	0.1%
0.12846	3	0.1%
0.13772	3	0.1%
Other values (5649)	5877	99.4%

Minimum 5 values

Value	Count	Frequency (%)
-310.34	1	< 0.1%
-212.48	1	< 0.1%
-118.93	1	< 0.1%
-77.27	1	< 0.1%
-45.694	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2340.2	1	< 0.1%
78.19	1	< 0.1%
25.469	1	< 0.1%
19.296	1	< 0.1%
6.1494	1	< 0.1%

Attr14
Numeric

Distinct count	5653
Unique (%)	95.7%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.1119257884
Minimum	-517.48
Maximum	5.53
Zeros (%)	0.1%

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Quantile statistics

Minimum	-517.48
5-th percentile	-0.202346
Q1	0.0058895
Median	0.056566
Q3	0.13695
95-th percentile	0.33187
Maximum	5.53
Range	523.01
Interquartile range	0.1310605

Descriptive statistics

Standard deviation	9.057135902
Coef of variation	-80.92090332
Kurtosis	2966.89878
Mean	-0.1119257884
MAD	0.3885939175
Skewness	-54.31939128
Sum	-661.145632
Variance	82.03171074
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5	0.1%
0.15912	3	0.1%
0.14684	3	0.1%
0.061715	3	0.1%
0.032389	3	0.1%
0.23141	3	0.1%
-0.036523	3	0.1%
-0.13836	3	0.1%
0.20436	3	0.1%
0.21938	3	0.1%
Other values (5642)	5875	99.4%

Minimum 5 values

Value	Count	Frequency (%)
-517.48	1	< 0.1%
-463.89	1	< 0.1%
-32.09	1	< 0.1%
-10.292	1	< 0.1%
-10.083	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5.53	1	< 0.1%
2.3523	1	< 0.1%
2.0517	1	< 0.1%
1.9425	1	< 0.1%
1.8499	1	< 0.1%

Attr15
Numeric

Distinct count	5691
Unique (%)	96.3%
Missing (%)	0.1%
Missing (n)	6
Infinite (%)	0.0%
Infinite (n)	0

Mean	1033.61701
Minimum	-9632400
Maximum	1341700
Zeros (%)	0.2%

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Quantile statistics

Minimum	-9632400
5-th percentile	-4356.69
Q1	233.8125
Median	872.165
Q3	2255.825
95-th percentile	8828.75
Maximum	1341700
Range	10974100
Interquartile range	2022.0125

Descriptive statistics

Standard deviation	130127.9625
Coef of variation	125.8957247
Kurtosis	5094.438912
Mean	1033.61701
MAD	6447.040793
Skewness	-68.29987823
Sum	6102474.826
Variance	1.693328662e+10
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	0.2%
1696.8	3	0.1%
380.1	3	0.1%
305.44	3	0.1%
765.4	3	0.1%
589.77	3	0.1%
2069.4	3	0.1%
448.06	3	0.1%
361.35	3	0.1%
1302.2	3	0.1%
Other values (5680)	5865	99.2%
(Missing)	6	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-9632400	1	< 0.1%
-466770	1	< 0.1%
-271440	1	< 0.1%
-239700	1	< 0.1%
-217910	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1341700	1	< 0.1%
1205600	1	< 0.1%
873330	1	< 0.1%
791930	1	< 0.1%
636660	1	< 0.1%

Attr16
Highly correlated

This variable is highly correlated with Attr12 and should be ignored for analysis

Correlation	0.9194294433

Attr17
Numeric

Distinct count	5449
Unique (%)	92.2%
Missing (%)	0.3%
Missing (n)	18
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.834590106
Minimum	-0.002321
Maximum	6869.5
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	-0.002321
5-th percentile	0.982478
Q1	1.51015
Median	2.2088
Q3	3.88645
95-th percentile	12.4346
Maximum	6869.5
Range	6869.502321
Interquartile range	2.3763

Descriptive statistics

Standard deviation	102.3609697
Coef of variation	14.97689959
Kurtosis	3563.789577
Mean	6.834590106
MAD	7.803391632
Skewness	56.38005766
Sum	40269.40491
Variance	10477.76813
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.3363	4	0.1%
1.9046	4	0.1%
1.2871	3	0.1%
4.4883	3	0.1%
1.1	3	0.1%
1.945	3	0.1%
1.309	3	0.1%
1.5194	3	0.1%
1.6454	3	0.1%
1.9697	3	0.1%
Other values (5438)	5860	99.2%
(Missing)	18	0.3%

Minimum 5 values

Value	Count	Frequency (%)
-0.002321	1	< 0.1%
0	1	< 0.1%
0.006359	1	< 0.1%
0.013809	1	< 0.1%
0.021726	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
6869.5	1	< 0.1%
2923	1	< 0.1%
1923.7	1	< 0.1%
630.58	1	< 0.1%
600.3	1	< 0.1%

Attr18
Highly correlated

This variable is highly correlated with Attr14 and should be ignored for analysis

Correlation	0.9968968287

Attr19
Numeric

Distinct count	5675
Unique (%)	96.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.09024785127
Minimum	-310.8
Maximum	77.244
Zeros (%)	0.1%

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Quantile statistics

Minimum	-310.8
5-th percentile	-0.166904
Q1	0.00409825
Median	0.0352045
Q3	0.08841825
95-th percentile	0.221144
Maximum	77.244
Range	388.044
Interquartile range	0.08432

Descriptive statistics

Standard deviation	5.444891538
Coef of variation	-60.33264461
Kurtosis	2251.476689
Mean	-0.09024785127
MAD	0.3380129793
Skewness	-43.73386505
Sum	-533.364801
Variance	29.64684386
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-310.8 -10.12205 -1.80645 -0.88416 -0.410805 ... 0.354035 0.469315 2.1655 5.2711 77.244 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	7	0.1%
0.13943	3	0.1%
0.089779	3	0.1%
0.022183	3	0.1%
0.066344	3	0.1%
0.1081	3	0.1%
-0.14916	3	0.1%
0.037793	3	0.1%
0.099136	3	0.1%
0.11417	3	0.1%
Other values (5665)	5876	99.4%

Minimum 5 values

Value	Count	Frequency (%)
-310.8	1	< 0.1%
-213.76	1	< 0.1%
-118.93	1	< 0.1%
-84.308	1	< 0.1%
-46.393	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
77.244	1	< 0.1%
25.342	1	< 0.1%
18.075	1	< 0.1%
6.0311	1	< 0.1%
4.5111	1	< 0.1%

Attr2
Numeric

Distinct count	5620
Unique (%)	95.1%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.4650855025
Minimum	-430.87
Maximum	72.416
Zeros (%)	0.3%

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Quantile statistics

Minimum	-430.87
5-th percentile	0.0784601
Q1	0.255355
Median	0.45175
Q3	0.661635
95-th percentile	1.01316
Maximum	72.416
Range	503.286
Interquartile range	0.40628

Descriptive statistics

Standard deviation	5.751282726
Coef of variation	12.36607612
Kurtosis	5364.146664
Mean	0.4650855025
MAD	0.3608427242
Skewness	-71.01579978
Sum	2747.260063
Variance	33.07725299
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16	0.3%
0.25059	3	0.1%
0.2228	3	0.1%
0.13074	3	0.1%
0.43091	3	0.1%
0.38526	3	0.1%
0.60774	3	0.1%
0.61582	3	0.1%
0.34249	3	0.1%
0.17202	3	0.1%
Other values (5609)	5864	99.2%

Minimum 5 values

Value	Count	Frequency (%)
-430.87	1	< 0.1%
0	16	0.3%
0.000146	1	< 0.1%
0.000342	1	< 0.1%
0.00052	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
72.416	1	< 0.1%
46.027	1	< 0.1%
25.64	1	< 0.1%
8.5525	1	< 0.1%
8.457	1	< 0.1%

Attr20
Numeric

Distinct count	5392
Unique (%)	91.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	56.67198394
Minimum	-29.34
Maximum	9928.5
Zeros (%)	4.5%

Toggle details

Quantile statistics

Minimum	-29.34
5-th percentile	0.1702765
Q1	18.28025
Median	38.618
Q3	67.6635
95-th percentile	147.9795
Maximum	9928.5
Range	9957.84
Interquartile range	49.38325

Descriptive statistics

Standard deviation	168.125493
Coef of variation	2.966642092
Kurtosis	2249.515141
Mean	56.67198394
MAD	41.94895994
Skewness	42.17453744
Sum	334931.4251
Variance	28266.1814
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-2.93400e+01 -1.46700e+01 3.80000e-05 2.02655e-01 1.00355e+01 ... 1.89735e+02 2.33745e+02 3.04745e+02 7.74640e+02 9.92850e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	268	4.5%
1.5522	3	0.1%
69.508	3	0.1%
100.19	3	0.1%
8.9365	3	0.1%
21.568	3	0.1%
114.58	3	0.1%
82.843	3	0.1%
32.642	3	0.1%
16.639	3	0.1%
Other values (5382)	5615	95.0%

Minimum 5 values

Value	Count	Frequency (%)
-29.34	1	< 0.1%
0	268	4.5%
7.6e-05	1	< 0.1%
0.014752	1	< 0.1%
0.014882	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9928.5	1	< 0.1%
5772.4	1	< 0.1%
2245.2	1	< 0.1%
2065.3	1	< 0.1%
1679.8	1	< 0.1%

Attr21
Numeric

Distinct count	4421
Unique (%)	74.8%
Missing (%)	1.7%
Missing (n)	103
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.459376893
Minimum	-135.15
Maximum	7661.5
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-135.15
5-th percentile	0.698691
Q1	0.98925
Median	1.1175
Q3	1.26575
95-th percentile	1.71371
Maximum	7661.5
Range	7796.65
Interquartile range	0.2765

Descriptive statistics

Standard deviation	100.5526901
Coef of variation	40.88543338
Kurtosis	5800.559376
Mean	2.459376893
MAD	2.701946084
Skewness	76.13972054
Sum	14281.60162
Variance	10110.84349
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.121	7	0.1%
1.0058	6	0.1%
1.2193	6	0.1%
1.0022	6	0.1%
1.1882	5	0.1%
1.1265	5	0.1%
1.3353	5	0.1%
1.1919	5	0.1%
1.0942	5	0.1%
1.0233	5	0.1%
Other values (4410)	5752	97.3%
(Missing)	103	1.7%

Minimum 5 values

Value	Count	Frequency (%)
-135.15	1	< 0.1%
-95.563	1	< 0.1%
-0.005694	1	< 0.1%
0.001222	1	< 0.1%
0.037985	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
7661.5	1	< 0.1%
42.662	1	< 0.1%
38.977	1	< 0.1%
15.25	1	< 0.1%
12.384	1	< 0.1%

Attr22
Highly correlated

This variable is highly correlated with Attr11 and should be ignored for analysis

Correlation	0.9972396238

Attr23
Highly correlated

This variable is highly correlated with Attr19 and should be ignored for analysis

Correlation	0.9996844438

Attr24
Numeric

Distinct count	5552
Unique (%)	93.9%
Missing (%)	2.3%
Missing (n)	135
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1388719247
Minimum	-463.89
Maximum	252.34
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	-463.89
5-th percentile	-0.407445
Q1	0.0207965
Median	0.16319
Q3	0.35734
95-th percentile	0.829447
Maximum	252.34
Range	716.23
Interquartile range	0.3365435

Descriptive statistics

Standard deviation	7.36421366
Coef of variation	53.02881541
Kurtosis	2988.812933
Mean	0.1388719247
MAD	0.4712813488
Skewness	-36.64414645
Sum	801.985365
Variance	54.23164283
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	0.3%
-0.26405	3	0.1%
0.3742	3	0.1%
0.13041	3	0.1%
0.20734	3	0.1%
0.13451	3	0.1%
0.46192	3	0.1%
0.73497	3	0.1%
0.19285	3	0.1%
1.4774	3	0.1%
Other values (5541)	5733	97.0%
(Missing)	135	2.3%

Minimum 5 values

Value	Count	Frequency (%)
-463.89	1	< 0.1%
-121.52	1	< 0.1%
-37.836	1	< 0.1%
-32.09	1	< 0.1%
-24.978	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
252.34	1	< 0.1%
99.942	1	< 0.1%
68.58	1	< 0.1%
5.6724	1	< 0.1%
5.634	1	< 0.1%

Attr25
Numeric

Distinct count	5667
Unique (%)	95.9%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3750844454
Minimum	-71.444
Maximum	266.86
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-71.444
5-th percentile	-0.296528
Q1	0.17803
Median	0.42464
Q3	0.634955
95-th percentile	0.859804
Maximum	266.86
Range	338.304
Interquartile range	0.456925

Descriptive statistics

Standard deviation	4.135366661
Coef of variation	11.0251617
Kurtosis	3096.499355
Mean	0.3750844454
MAD	0.4219518519
Skewness	48.74578466
Sum	2215.623819
Variance	17.10125742
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	0.1%
0.47262	3	0.1%
0.39937	3	0.1%
0.70171	3	0.1%
0.5013	3	0.1%
0.66256	3	0.1%
0.59424	3	0.1%
0.52619	3	0.1%
0.64169	3	0.1%
0.72559	3	0.1%
Other values (5656)	5877	99.4%
(Missing)	3	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-71.444	1	< 0.1%
-54.624	1	< 0.1%
-44.135	1	< 0.1%
-23.515	1	< 0.1%
-18.085	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
266.86	1	< 0.1%
127.92	1	< 0.1%
21.653	1	< 0.1%
6.1142	1	< 0.1%
4.1294	1	< 0.1%

Attr26
Highly correlated

This variable is highly correlated with Attr16 and should be ignored for analysis

Correlation	0.9999483653

Attr27
Numeric

Distinct count	4986
Unique (%)	84.4%
Missing (%)	6.6%
Missing (n)	391
Infinite (%)	0.0%
Infinite (n)	0

Mean	463.6368098
Minimum	-158130
Maximum	565940
Zeros (%)	6.6%

Toggle details

Quantile statistics

Minimum	-158130
5-th percentile	-4.08765
Q1	0.075715
Median	0.97606
Q3	4.13555
95-th percentile	108.261
Maximum	565940
Range	724070
Interquartile range	4.059835

Descriptive statistics

Standard deviation	10220.64431
Coef of variation	22.04450572
Kurtosis	1800.916686
Mean	463.6368098
MAD	1022.329743
Skewness	35.44974929
Sum	2558811.553
Variance	104461570
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	390	6.6%
2.8096	3	0.1%
1.397	3	0.1%
2.6295	3	0.1%
7.5518	3	0.1%
1.3454	3	0.1%
1.879	2	< 0.1%
0.34598	2	< 0.1%
1.0778	2	< 0.1%
3.6471	2	< 0.1%
Other values (4975)	5106	86.4%
(Missing)	391	6.6%

Minimum 5 values

Value	Count	Frequency (%)
-158130	1	< 0.1%
-85788	1	< 0.1%
-47852	1	< 0.1%
-22025	1	< 0.1%
-13975	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
565940	1	< 0.1%
214880	1	< 0.1%
186010	1	< 0.1%
170380	1	< 0.1%
158120	1	< 0.1%

Attr28
Numeric

Distinct count	5612
Unique (%)	95.0%
Missing (%)	1.8%
Missing (n)	107
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.23407469
Minimum	-1089.7
Maximum	21701
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-1089.7
5-th percentile	-0.628163
Q1	0.081587
Median	0.5269
Q3	1.60145
95-th percentile	12.173
Maximum	21701
Range	22790.7
Interquartile range	1.519863

Descriptive statistics

Standard deviation	302.2828459
Coef of variation	29.53690049
Kurtosis	4594.370035
Mean	10.23407469
MAD	18.31129045
Skewness	65.14191241
Sum	59388.33545
Variance	91374.9189
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0404	3	0.1%
1.2599	3	0.1%
3.3585	3	0.1%
0.0977	3	0.1%
0.18036	3	0.1%
1.2509	2	< 0.1%
-0.56394	2	< 0.1%
0.55923	2	< 0.1%
1.9468	2	< 0.1%
0.10752	2	< 0.1%
Other values (5601)	5778	97.8%
(Missing)	107	1.8%

Minimum 5 values

Value	Count	Frequency (%)
-1089.7	1	< 0.1%
-204.55	1	< 0.1%
-133.48	1	< 0.1%
-132.66	1	< 0.1%
-126.86	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
21701	1	< 0.1%
5534	1	< 0.1%
3535.5	1	< 0.1%
2249.8	1	< 0.1%
1234.6	1	< 0.1%

Attr29
Numeric

Distinct count	5215
Unique (%)	88.2%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	4.153190103
Minimum	0.006359
Maximum	9.6983
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.006359
5-th percentile	2.71188
Q1	3.64875
Median	4.1747
Q3	4.6694
95-th percentile	5.49585
Maximum	9.6983
Range	9.691941
Interquartile range	1.02065

Descriptive statistics

Standard deviation	0.8352216094
Coef of variation	0.2011036309
Kurtosis	1.095378639
Mean	4.153190103
MAD	0.6397209371
Skewness	-0.1691723772
Sum	24532.89394
Variance	0.6975951368
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.1709	5	0.1%
3.6421	4	0.1%
4.2604	4	0.1%
3.8214	4	0.1%
4.8609	4	0.1%
4.225	4	0.1%
4.6746	4	0.1%
3.5293	4	0.1%
4.402	4	0.1%
4.1917	4	0.1%
Other values (5204)	5866	99.3%

Minimum 5 values

Value	Count	Frequency (%)
0.006359	1	< 0.1%
0.34733	1	< 0.1%
0.66783	1	< 0.1%
0.68574	1	< 0.1%
0.69897	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
9.6983	1	< 0.1%
7.6615	1	< 0.1%
7.4662	1	< 0.1%
7.2162	1	< 0.1%
7.1558	1	< 0.1%

Attr3
Numeric

Distinct count	5654
Unique (%)	95.7%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1891545802
Minimum	-72.067
Maximum	28.336
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-72.067
5-th percentile	-0.304551
Q1	0.043953
Median	0.21944
Q3	0.41843
95-th percentile	0.713158
Maximum	28.336
Range	100.403
Interquartile range	0.374477

Descriptive statistics

Standard deviation	1.177728541
Coef of variation	6.226275566
Kurtosis	2497.262805
Mean	0.1891545802
MAD	0.2850964838
Skewness	-38.21154709
Sum	1117.336105
Variance	1.387044516
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6	0.1%
0.075223	3	0.1%
0.20028	3	0.1%
0.59975	3	0.1%
0.5175	3	0.1%
0.1249	3	0.1%
0.22418	2	< 0.1%
0.19764	2	< 0.1%
0.18589	2	< 0.1%
0.17921	2	< 0.1%
Other values (5643)	5878	99.5%
(Missing)	3	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-72.067	1	< 0.1%
-24.662	1	< 0.1%
-7.457	1	< 0.1%
-7.4419	1	< 0.1%
-6.8907	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
28.336	1	< 0.1%
17.631	1	< 0.1%
1.3854	1	< 0.1%
1	6	0.1%
0.99828	1	< 0.1%

Attr30
Numeric

Distinct count	5622
Unique (%)	95.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8478459203
Minimum	-23.06
Maximum	1236.7
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-23.06
5-th percentile	-0.167074
Q1	0.08563025
Median	0.22421
Q3	0.4062375
95-th percentile	1.0453
Maximum	1236.7
Range	1259.76
Interquartile range	0.32060725

Descriptive statistics

Standard deviation	19.07752068
Coef of variation	22.50116469
Kurtosis	3225.776168
Mean	0.8478459203
MAD	1.23810806
Skewness	53.72805859
Sum	5010.769389
Variance	363.9517953
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-2.30600e+01 -6.59465e+00 -1.80725e+00 -1.04570e+00 -5.00445e-01 ... 2.29530e+00 4.03785e+00 9.80135e+00 1.09374e+02 1.23670e+03], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.1442	3	0.1%
0.12269	3	0.1%
0.208	3	0.1%
-0.043339	3	0.1%
0.28234	3	0.1%
0.60996	3	0.1%
-0.042145	3	0.1%
0.55517	3	0.1%
0.20029	3	0.1%
0.26849	3	0.1%
Other values (5612)	5880	99.5%

Minimum 5 values

Value	Count	Frequency (%)
-23.06	1	< 0.1%
-16.11	1	< 0.1%
-15.456	1	< 0.1%
-12.678	1	< 0.1%
-12.117	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1236.7	1	< 0.1%
656.45	1	< 0.1%
244.85	1	< 0.1%
227.98	1	< 0.1%
149.58	1	< 0.1%

Attr31
Highly correlated

This variable is highly correlated with Attr23 and should be ignored for analysis

Correlation	0.9862402676

Attr32
Numeric

Distinct count	5511
Unique (%)	93.2%
Missing (%)	0.8%
Missing (n)	46
Infinite (%)	0.0%
Infinite (n)	0

Mean	2111.590163
Minimum	-255.1
Maximum	4277200
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	-255.1
5-th percentile	21.7201
Q1	49.58225
Median	81.126
Q3	130.92
95-th percentile	308.721
Maximum	4277200
Range	4277455.1
Interquartile range	81.33775

Descriptive statistics

Standard deviation	84807.98016
Coef of variation	40.16308735
Kurtosis	2300.594098
Mean	2111.590163
MAD	3977.762205
Skewness	47.2935717
Sum	12382364.72
Variance	7192393500
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	22	0.4%
90.34	4	0.1%
121.45	3	0.1%
111.83	3	0.1%
38.514	3	0.1%
100.83	3	0.1%
57.341	3	0.1%
76.202	3	0.1%
48.78	3	0.1%
140.12	3	0.1%
Other values (5500)	5814	98.4%
(Missing)	46	0.8%

Minimum 5 values

Value	Count	Frequency (%)
-255.1	1	< 0.1%
0	22	0.4%
0.048086	1	< 0.1%
0.084083	1	< 0.1%
0.24275	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4277200	2	< 0.1%
2340500	1	< 0.1%
243130	1	< 0.1%
181890	1	< 0.1%
138460	1	< 0.1%

Attr33
Highly correlated

This variable is highly correlated with Attr26 and should be ignored for analysis

Correlation	0.956488054

Attr34
Highly correlated

This variable is highly correlated with Attr33 and should be ignored for analysis

Correlation	0.9818702082

Attr35
Highly correlated

This variable is highly correlated with Attr22 and should be ignored for analysis

Correlation	0.9993536554

Attr36
Numeric

Distinct count	5421
Unique (%)	91.7%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.046380758
Minimum	0.000191
Maximum	965.66
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	0.000191
5-th percentile	0.502268
Q1	1.0714
Median	1.5607
Q3	2.23515
95-th percentile	3.91808
Maximum	965.66
Range	965.659809
Interquartile range	1.16375

Descriptive statistics

Standard deviation	12.77576205
Coef of variation	6.243101143
Kurtosis	5483.861776
Mean	2.046380758
MAD	1.128485649
Skewness	72.86556972
Sum	12087.97114
Variance	163.2200959
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.0409	4	0.1%
1.2038	4	0.1%
1.3215	4	0.1%
1.2042	3	0.1%
1.0574	3	0.1%
1.3512	3	0.1%
1.3137	3	0.1%
1.7395	3	0.1%
1.1918	3	0.1%
1.659	3	0.1%
Other values (5410)	5874	99.4%

Minimum 5 values

Value	Count	Frequency (%)
0.000191	1	< 0.1%
0.000672	1	< 0.1%
0.000787	1	< 0.1%
0.001744	1	< 0.1%
0.002396	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
965.66	1	< 0.1%
114.74	1	< 0.1%
82.66	1	< 0.1%
65.607	1	< 0.1%
37.807	1	< 0.1%

Attr37
Numeric

Distinct count	3261
Unique (%)	55.2%
Missing (%)	43.1%
Missing (n)	2548
Infinite (%)	0.0%
Infinite (n)	0

Mean	114.0259853
Minimum	-4.3258
Maximum	67922
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-4.3258
5-th percentile	0.3154545
Q1	1.294925
Median	3.6564
Q3	15.23025
95-th percentile	214.6665
Maximum	67922
Range	67926.3258
Interquartile range	13.935325

Descriptive statistics

Standard deviation	1597.055061
Coef of variation	14.00606236
Kurtosis	1209.397963
Mean	114.0259853
MAD	190.1571921
Skewness	32.73044568
Sum	383355.3625
Variance	2550584.867
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.4927	4	0.1%
1.5338	3	0.1%
2.7727	3	0.1%
4.1023	3	0.1%
0.4275	2	< 0.1%
1.223	2	< 0.1%
1.2943	2	< 0.1%
9.7866	2	< 0.1%
2.8394	2	< 0.1%
1.6972	2	< 0.1%
Other values (3250)	3337	56.5%
(Missing)	2548	43.1%

Minimum 5 values

Value	Count	Frequency (%)
-4.3258	1	< 0.1%
-0.82801	1	< 0.1%
-0.54228	1	< 0.1%
0	2	< 0.1%
0.002642	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
67922	1	< 0.1%
40559	1	< 0.1%
40258	1	< 0.1%
11552	1	< 0.1%
10024	1	< 0.1%

Attr38
Highly correlated

This variable is highly correlated with Attr10 and should be ignored for analysis

Correlation	0.9878393098

Attr39
Numeric

Distinct count	5655
Unique (%)	95.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01716948443
Minimum	-47.047
Maximum	2.9011
Zeros (%)	0.5%

Toggle details

Quantile statistics

Minimum	-47.047
5-th percentile	-0.140629
Q1	0.004999
Median	0.039491
Q3	0.09045125
95-th percentile	0.2205075
Maximum	2.9011
Range	49.9481
Interquartile range	0.08545225

Descriptive statistics

Standard deviation	0.7097887779
Coef of variation	41.34013346
Kurtosis	3308.149582
Mean	0.01716948443
MAD	0.1062675594
Skewness	-51.86707877
Sum	101.471653
Variance	0.5038001092
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-47.047 -5.29505 -1.3414 -0.52653 -0.37231 ... 0.258195 0.35733 0.52577 0.7638 2.9011 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	31	0.5%
0.10358	3	0.1%
0.014426	3	0.1%
0.097835	3	0.1%
1e-06	3	0.1%
2.1e-05	3	0.1%
0.020598	3	0.1%
0.12467	3	0.1%
0.002037	3	0.1%
0.12944	2	< 0.1%
Other values (5645)	5853	99.0%

Minimum 5 values

Value	Count	Frequency (%)
-47.047	1	< 0.1%
-13.337	1	< 0.1%
-10.351	1	< 0.1%
-8.1356	1	< 0.1%
-7.2543	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2.9011	1	< 0.1%
1.7553	1	< 0.1%
1.651	1	< 0.1%
1.0566	1	< 0.1%
0.97803	1	< 0.1%

Attr4
Highly correlated

This variable is highly correlated with Attr34 and should be ignored for analysis

Correlation	0.9774093156

Attr40
Highly correlated

This variable is highly correlated with Attr4 and should be ignored for analysis

Correlation	0.9943659364

Attr41
Numeric

Distinct count	5594
Unique (%)	94.7%
Missing (%)	1.4%
Missing (n)	84
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.190732786
Minimum	-269.99
Maximum	5043.3
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	-269.99
5-th percentile	-0.286605
Q1	0.03025325
Median	0.091189
Q3	0.2074075
95-th percentile	0.96001
Maximum	5043.3
Range	5313.29
Interquartile range	0.17715425

Descriptive statistics

Standard deviation	83.08703257
Coef of variation	37.92659382
Kurtosis	2980.1568
Mean	2.190732786
MAD	4.422489949
Skewness	53.28491272
Sum	12763.20921
Variance	6903.454981
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18	0.3%
0.27005	4	0.1%
0.038071	3	0.1%
0.14657	3	0.1%
0.000557	3	0.1%
0.040549	3	0.1%
0.10931	3	0.1%
0.29246	3	0.1%
0.11283	3	0.1%
0.22535	3	0.1%
Other values (5583)	5780	97.8%
(Missing)	84	1.4%

Minimum 5 values

Value	Count	Frequency (%)
-269.99	1	< 0.1%
-188.62	1	< 0.1%
-159.04	1	< 0.1%
-149.03	1	< 0.1%
-40.537	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
5043.3	1	< 0.1%
3671.2	1	< 0.1%
623.57	1	< 0.1%
488.13	1	< 0.1%
434.02	1	< 0.1%

Attr42
Numeric

Distinct count	5158
Unique (%)	87.3%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.01513316988
Minimum	-143.52
Maximum	40.386
Zeros (%)	9.2%

Toggle details

Quantile statistics

Minimum	-143.52
5-th percentile	-0.1227625
Q1	0
Median	0.0400825
Q3	0.08995875
95-th percentile	0.2141175
Maximum	40.386
Range	183.906
Interquartile range	0.08995875

Descriptive statistics

Standard deviation	2.437360938
Coef of variation	-161.0608324
Kurtosis	2322.14383
Mean	-0.01513316988
MAD	0.1817028244
Skewness	-42.93526352
Sum	-89.437034
Variance	5.940728342
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-143.52 -5.06385 -1.30275 -0.527 -0.36792 ... 0.361685 0.489955 1.017315 5.284 40.386 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	542	9.2%
-0.12467	3	0.1%
0.018089	3	0.1%
0.04896	3	0.1%
0.00949	3	0.1%
0.074188	3	0.1%
0.028838	3	0.1%
0.10523	3	0.1%
0.00199	3	0.1%
0.009926	3	0.1%
Other values (5148)	5341	90.4%

Minimum 5 values

Value	Count	Frequency (%)
-143.52	1	< 0.1%
-83.492	1	< 0.1%
-47.047	1	< 0.1%
-43.98	1	< 0.1%
-22.131	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
40.386	1	< 0.1%
18.088	1	< 0.1%
6.1355	1	< 0.1%
4.4325	1	< 0.1%
3.9427	1	< 0.1%

Attr43
Numeric

Distinct count	5347
Unique (%)	90.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	155.555922
Minimum	-3975.6
Maximum	40515
Zeros (%)	0.2%

Toggle details

Quantile statistics

Minimum	-3975.6
5-th percentile	36.06125
Q1	75.52475
Median	106.405
Q3	148.46
95-th percentile	260.0765
Maximum	40515
Range	44490.6
Interquartile range	72.93525

Descriptive statistics

Standard deviation	782.6207326
Coef of variation	5.031121428
Kurtosis	1544.333396
Mean	155.555922
MAD	100.8707814
Skewness	35.68443432
Sum	919335.4991
Variance	612495.211
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-3.97560e+03 1.58835e-02 2.21385e+01 4.08415e+01 5.39055e+01 ... 3.13775e+02 4.78585e+02 7.85520e+02 7.98850e+03 4.05150e+04], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	10	0.2%
119.59	4	0.1%
134.82	4	0.1%
117.68	4	0.1%
105.27	4	0.1%
111.2	4	0.1%
117.8	3	0.1%
147.04	3	0.1%
179.79	3	0.1%
126.11	3	0.1%
Other values (5337)	5868	99.3%

Minimum 5 values

Value	Count	Frequency (%)
-3975.6	1	< 0.1%
0	10	0.2%
0.031767	1	< 0.1%
0.65098	1	< 0.1%
0.9561	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
40515	1	< 0.1%
26434	1	< 0.1%
21509	1	< 0.1%
15699	1	< 0.1%
11221	1	< 0.1%

Attr44
Highly correlated

This variable is highly correlated with Attr43 and should be ignored for analysis

Correlation	0.9784100575

Attr45
Numeric

Distinct count	5421
Unique (%)	91.7%
Missing (%)	4.5%
Missing (n)	268
Infinite (%)	0.0%
Infinite (n)	0

Mean	66.63335586
Minimum	-3037.3
Maximum	366030
Zeros (%)	0.6%

Toggle details

Quantile statistics

Minimum	-3037.3
5-th percentile	-1.451115
Q1	0.0179275
Median	0.255145
Q3	0.7993375
95-th percentile	4.350735
Maximum	366030
Range	369067.3
Interquartile range	0.78141

Descriptive statistics

Standard deviation	4873.399821
Coef of variation	73.13754137
Kurtosis	5640.233211
Mean	66.63335586
MAD	133.5480765
Skewness	75.09557548
Sum	375945.3938
Variance	23750025.82
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	37	0.6%
1.5193	3	0.1%
-35.075	3	0.1%
0.59518	3	0.1%
-1.0171	3	0.1%
0.16105	3	0.1%
0.34897	3	0.1%
0.26931	3	0.1%
0.13201	3	0.1%
0.24632	2	< 0.1%
Other values (5410)	5579	94.4%
(Missing)	268	4.5%

Minimum 5 values

Value	Count	Frequency (%)
-3037.3	1	< 0.1%
-1318.1	1	< 0.1%
-530.54	1	< 0.1%
-530.53	1	< 0.1%
-331.32	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
366030	1	< 0.1%
1526.5	1	< 0.1%
1254.8	1	< 0.1%
1113	1	< 0.1%
1015.8	1	< 0.1%

Attr46
Highly correlated

This variable is highly correlated with Attr40 and should be ignored for analysis

Correlation	0.9941128474

Attr47
Numeric

Distinct count	5395
Unique (%)	91.3%
Missing (%)	0.6%
Missing (n)	35
Infinite (%)	0.0%
Infinite (n)	0

Mean	137.4229747
Minimum	-18.658
Maximum	185610
Zeros (%)	4.5%

Toggle details

Quantile statistics

Minimum	-18.658
5-th percentile	0.118209
Q1	19.627
Median	41.994
Q3	73.868
95-th percentile	173.301
Maximum	185610
Range	185628.658
Interquartile range	54.241

Descriptive statistics

Standard deviation	3277.167587
Coef of variation	23.84730497
Kurtosis	2773.883706
Mean	137.4229747
MAD	171.8317516
Skewness	51.9409447
Sum	807359.9762
Variance	10739827.39
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	265	4.5%
126.64	4	0.1%
24.832	3	0.1%
52.379	3	0.1%
33.904	3	0.1%
140.3	3	0.1%
39.992	3	0.1%
30.484	2	< 0.1%
191.38	2	< 0.1%
34.934	2	< 0.1%
Other values (5384)	5585	94.5%
(Missing)	35	0.6%

Minimum 5 values

Value	Count	Frequency (%)
-18.658	1	< 0.1%
-0.034136	1	< 0.1%
0	265	4.5%
8.5e-05	1	< 0.1%
0.00076	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
185610	1	< 0.1%
162360	1	< 0.1%
43593	1	< 0.1%
10100	1	< 0.1%
10020	2	< 0.1%

Attr48
Highly correlated

This variable is highly correlated with Attr35 and should be ignored for analysis

Correlation	0.9987275164

Attr49
Highly correlated

This variable is highly correlated with Attr42 and should be ignored for analysis

Correlation	0.973884859

Attr5
Numeric

Distinct count	5779
Unique (%)	97.8%
Missing (%)	0.2%
Missing (n)	11
Infinite (%)	0.0%
Infinite (n)	0

Mean	19.406758
Minimum	-1076400
Maximum	1250100
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	-1076400
5-th percentile	-196.809
Q1	-43.8365
Median	0.49149
Q3	48.765
95-th percentile	207.435
Maximum	1250100
Range	2326500
Interquartile range	92.6015

Descriptive statistics

Standard deviation	21529.32203
Coef of variation	1109.372417
Kurtosis	2986.755933
Mean	19.406758
MAD	560.3048846
Skewness	11.99742355
Sum	114480.4654
Variance	463511707
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.352	3	0.1%
0	3	0.1%
132.03	2	< 0.1%
-45.053	2	< 0.1%
56.377	2	< 0.1%
3.9122	2	< 0.1%
-121.81	2	< 0.1%
-14.475	2	< 0.1%
-103.49	2	< 0.1%
-29.617	2	< 0.1%
Other values (5768)	5877	99.4%
(Missing)	11	0.2%

Minimum 5 values

Value	Count	Frequency (%)
-1076400	1	< 0.1%
-69473	1	< 0.1%
-41656	1	< 0.1%
-31135	1	< 0.1%
-30773	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1250100	1	< 0.1%
34259	1	< 0.1%
30669	1	< 0.1%
20384	1	< 0.1%
11979	1	< 0.1%

Attr50
Highly correlated

This variable is highly correlated with Attr46 and should be ignored for analysis

Correlation	0.9954347918

Attr51
Numeric

Distinct count	5577
Unique (%)	94.4%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.4256717672
Minimum	-0.18661
Maximum	72.416
Zeros (%)	0.3%

Toggle details

Quantile statistics

Minimum	-0.18661
5-th percentile	0.0627183
Q1	0.185465
Median	0.32975
Q3	0.51757
95-th percentile	0.89362
Maximum	72.416
Range	72.60261
Interquartile range	0.332105

Descriptive statistics

Standard deviation	1.091837897
Coef of variation	2.564976071
Kurtosis	3252.962778
Mean	0.4256717672
MAD	0.2561377998
Skewness	51.28104454
Sum	2514.443129
Variance	1.192109993
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19	0.3%
0.42314	3	0.1%
0.49563	3	0.1%
0.26653	3	0.1%
0.22773	3	0.1%
0.23913	3	0.1%
0.35755	3	0.1%
0.17202	3	0.1%
0.18049	3	0.1%
0.71949	3	0.1%
Other values (5566)	5861	99.2%

Minimum 5 values

Value	Count	Frequency (%)
-0.18661	1	< 0.1%
0	19	0.3%
0.000146	1	< 0.1%
0.000221	1	< 0.1%
0.00052	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
72.416	1	< 0.1%
25.64	1	< 0.1%
11.705	1	< 0.1%
8.457	1	< 0.1%
8.4419	1	< 0.1%

Attr52
Numeric

Distinct count	5500
Unique (%)	93.1%
Missing (%)	0.6%
Missing (n)	36
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.7309007349
Minimum	-0.69764
Maximum	666.11
Zeros (%)	0.4%

Toggle details

Quantile statistics

Minimum	-0.69764
5-th percentile	0.0597867
Q1	0.13564
Median	0.22141
Q3	0.35842
95-th percentile	0.8370245
Maximum	666.11
Range	666.80764
Interquartile range	0.22278

Descriptive statistics

Standard deviation	12.8577683
Coef of variation	17.59167516
Kurtosis	1808.248578
Mean	0.7309007349
MAD	0.9171431976
Skewness	40.92677828
Sum	4293.310917
Variance	165.3222058
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21	0.4%
0.24751	4	0.1%
0.1571	4	0.1%
0.15005	3	0.1%
0.36745	3	0.1%
0.2324	3	0.1%
0.17074	3	0.1%
0.33273	3	0.1%
0.10971	3	0.1%
0.27076	3	0.1%
Other values (5489)	5824	98.5%
(Missing)	36	0.6%

Minimum 5 values

Value	Count	Frequency (%)
-0.69764	1	< 0.1%
0	21	0.4%
0.000132	1	< 0.1%
0.000651	1	< 0.1%
0.001328	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
666.11	1	< 0.1%
498.33	1	< 0.1%
379.35	1	< 0.1%
334.99	1	< 0.1%
82.098	1	< 0.1%

Attr53
Numeric

Distinct count	5463
Unique (%)	92.4%
Missing (%)	1.8%
Missing (n)	107
Infinite (%)	0.0%
Infinite (n)	0

Mean	11.19676042
Minimum	-1088.7
Maximum	21702
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-1088.7
5-th percentile	-0.0411925
Q1	0.750255
Median	1.28
Q3	2.3079
95-th percentile	12.1727
Maximum	21702
Range	22790.7
Interquartile range	1.557645

Descriptive statistics

Standard deviation	314.4039829
Coef of variation	28.07990626
Kurtosis	3993.424658
Mean	11.19676042
MAD	19.29176408
Skewness	60.2125825
Sum	64974.8007
Variance	98849.86448
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.2499	4	0.1%
1.5962	3	0.1%
1.2624	3	0.1%
1.0391	3	0.1%
4.3522	3	0.1%
1.6897	3	0.1%
1.0057	3	0.1%
1.4562	3	0.1%
1.2925	3	0.1%
1.501	3	0.1%
Other values (5452)	5772	97.7%
(Missing)	107	1.8%

Minimum 5 values

Value	Count	Frequency (%)
-1088.7	1	< 0.1%
-414.74	1	< 0.1%
-310.26	1	< 0.1%
-236.2	1	< 0.1%
-203.55	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
21702	1	< 0.1%
8309.6	1	< 0.1%
3513.1	1	< 0.1%
2733.9	1	< 0.1%
2083.8	1	< 0.1%

Attr54
Highly correlated

This variable is highly correlated with Attr53 and should be ignored for analysis

Correlation	0.9643219612

Attr55
Numeric

Distinct count	5718
Unique (%)	96.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	10817.30667
Minimum	-1118500
Maximum	4212200
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-1118500
5-th percentile	-6282.77
Q1	87.91225
Median	1802.8
Q3	7705.1
95-th percentile	46755.55
Maximum	4212200
Range	5330700
Interquartile range	7617.18775

Descriptive statistics

Standard deviation	79564.01272
Coef of variation	7.355251647
Kurtosis	1385.715456
Mean	10817.30667
MAD	18581.51942
Skewness	28.72662642
Sum	63930282.43
Variance	6330432120
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-1118500. -410230. -106365. -35884. -19853.5 ... 74985.5 185695. 366060. 734195. 4212200. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
13593	3	0.1%
1.4858	3	0.1%
2443.9	3	0.1%
10361	3	0.1%
-11216	3	0.1%
4256.3	3	0.1%
1797	3	0.1%
2565.3	2	< 0.1%
-10373	2	< 0.1%
4732.3	2	< 0.1%
Other values (5708)	5883	99.5%

Minimum 5 values

Value	Count	Frequency (%)
-1118500	1	< 0.1%
-419200	1	< 0.1%
-401260	1	< 0.1%
-382110	1	< 0.1%
-339370	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4212200	1	< 0.1%
1634200	1	< 0.1%
1345600	1	< 0.1%
1139900	1	< 0.1%
991610	1	< 0.1%

Attr56
Highly correlated

This variable is highly correlated with Attr39 and should be ignored for analysis

Correlation	0.9371662068

Attr57
Numeric

Distinct count	5573
Unique (%)	94.3%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	-0.2638374713
Minimum	-1236.3
Maximum	87.981
Zeros (%)	1.6%

Toggle details

Quantile statistics

Minimum	-1236.3
5-th percentile	-0.467669
Q1	0.0156545
Median	0.10984
Q3	0.24291
95-th percentile	0.712329
Maximum	87.981
Range	1324.281
Interquartile range	0.2272555

Descriptive statistics

Standard deviation	18.42509131
Coef of variation	-69.83500569
Kurtosis	3571.679694
Mean	-0.2638374713
MAD	1.037753289
Skewness	-56.69383316
Sum	-1558.487943
Variance	339.4839898
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	96	1.6%
0.1581	5	0.1%
0.006221	3	0.1%
0.11219	3	0.1%
0.15943	3	0.1%
0.16358	3	0.1%
0.18637	3	0.1%
0.10337	3	0.1%
0.1209	3	0.1%
0.30683	3	0.1%
Other values (5562)	5782	97.8%

Minimum 5 values

Value	Count	Frequency (%)
-1236.3	1	< 0.1%
-469.05	1	< 0.1%
-468.67	1	< 0.1%
-69	1	< 0.1%
-40.399	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
87.981	1	< 0.1%
60.177	1	< 0.1%
58.545	1	< 0.1%
24.072	1	< 0.1%
21.793	1	< 0.1%

Attr58
Numeric

Distinct count	5115
Unique (%)	86.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.9565044663
Minimum	-0.16439
Maximum	47.788
Zeros (%)	< 0.1%

Toggle details

Quantile statistics

Minimum	-0.16439
5-th percentile	0.6475455
Q1	0.8765525
Median	0.95037
Q3	0.990405
95-th percentile	1.132955
Maximum	47.788
Range	47.95239
Interquartile range	0.1138525

Descriptive statistics

Standard deviation	0.8573262361
Coef of variation	0.896311796
Kurtosis	1703.001193
Mean	0.9565044663
MAD	0.1404922445
Skewness	36.32546838
Sum	5652.941396
Variance	0.7350082752
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[-1.64390e-01 -1.61850e-03 5.46800e-03 3.27975e-02 4.09140e-01 ... 1.50950e+00 2.10440e+00 4.41275e+00 1.13930e+01 4.77880e+01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.0053	6	0.1%
1.0173	5	0.1%
1.0115	5	0.1%
1.0179	5	0.1%
1.0505	5	0.1%
0.99427	5	0.1%
0.96415	4	0.1%
1.0107	4	0.1%
0.86847	4	0.1%
1.0046	4	0.1%
Other values (5105)	5863	99.2%

Minimum 5 values

Value	Count	Frequency (%)
-0.16439	1	< 0.1%
-0.08592	1	< 0.1%
-0.032029	1	< 0.1%
-0.011386	1	< 0.1%
-0.003237	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
47.788	1	< 0.1%
23.248	1	< 0.1%
22.402	1	< 0.1%
19.907	1	< 0.1%
12.738	1	< 0.1%

Attr59
Numeric

Distinct count	3255
Unique (%)	55.1%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2793189914
Minimum	-184.98
Maximum	308.15
Zeros (%)	43.1%

Toggle details

Quantile statistics

Minimum	-184.98
5-th percentile	0
Q1	0
Median	0.005675
Q3	0.205215
95-th percentile	1.35166
Maximum	308.15
Range	493.13
Interquartile range	0.205215

Descriptive statistics

Standard deviation	5.840554396
Coef of variation	20.90997954
Kurtosis	1548.540165
Mean	0.2793189914
MAD	0.7208990421
Skewness	17.90288298
Sum	1649.937282
Variance	34.11207565
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2547	43.1%
0.00264	3	0.1%
0.12777	3	0.1%
0.10066	3	0.1%
0.28352	2	< 0.1%
0.58658	2	< 0.1%
1.8236	2	< 0.1%
0.096938	2	< 0.1%
0.003464	2	< 0.1%
0.005453	2	< 0.1%
Other values (3244)	3339	56.5%
(Missing)	3	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-184.98	1	< 0.1%
-110.12	1	< 0.1%
-107.92	1	< 0.1%
-93.964	1	< 0.1%
-27	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
308.15	1	< 0.1%
83.095	1	< 0.1%
82.39	1	< 0.1%
62.514	1	< 0.1%
57.922	1	< 0.1%

Attr6
Numeric

Distinct count	3540
Unique (%)	59.9%
Missing (%)	0.1%
Missing (n)	3
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.02258359303
Minimum	-463.89
Maximum	543.25
Zeros (%)	38.5%

Toggle details

Quantile statistics

Minimum	-463.89
5-th percentile	-0.473394
Q1	0
Median	0
Q3	0.108725
95-th percentile	0.438978
Maximum	543.25
Range	1007.14
Interquartile range	0.108725

Descriptive statistics

Standard deviation	9.992080439
Coef of variation	442.4486586
Kurtosis	2297.865085
Mean	0.02258359303
MAD	0.485055665
Skewness	11.60909906
Sum	133.401284
Variance	99.84167151
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2274	38.5%
-0.15083	3	0.1%
0.13521	3	0.1%
0.39721	3	0.1%
0.15867	2	< 0.1%
0.12461	2	< 0.1%
0.38028	2	< 0.1%
0.18811	2	< 0.1%
0.22004	2	< 0.1%
0.16423	2	< 0.1%
Other values (3529)	3612	61.1%
(Missing)	3	0.1%

Minimum 5 values

Value	Count	Frequency (%)
-463.89	1	< 0.1%
-100.38	1	< 0.1%
-69.02	1	< 0.1%
-54.464	1	< 0.1%
-34.052	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
543.25	1	< 0.1%
203.15	1	< 0.1%
77.488	1	< 0.1%
75.258	1	< 0.1%
63.023	1	< 0.1%

Attr60
Highly correlated

This variable is highly correlated with Attr45 and should be ignored for analysis

Correlation	0.9998960375

Attr61
Numeric

Distinct count	5612
Unique (%)	95.0%
Missing (%)	0.3%
Missing (n)	15
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.94149685
Minimum	-0.092493
Maximum	1308.5
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-0.092493
5-th percentile	2.25977
Q1	4.27865
Median	6.1989
Q3	9.3509
95-th percentile	23.0412
Maximum	1308.5
Range	1308.592493
Interquartile range	5.07225

Descriptive statistics

Standard deviation	41.16659093
Coef of variation	3.76242771
Kurtosis	588.8633918
Mean	10.94149685
MAD	8.613531608
Skewness	22.11338072
Sum	64500.12393
Variance	1694.688209
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.096	4	0.1%
7.2732	3	0.1%
5.9772	3	0.1%
16.789	3	0.1%
10.879	3	0.1%
4.3754	3	0.1%
3.4885	3	0.1%
5.695	3	0.1%
12.352	3	0.1%
13.983	3	0.1%
Other values (5601)	5864	99.2%
(Missing)	15	0.3%

Minimum 5 values

Value	Count	Frequency (%)
-0.092493	1	< 0.1%
0.009009	1	< 0.1%
0.017167	1	< 0.1%
0.022114	1	< 0.1%
0.023249	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1308.5	1	< 0.1%
1266.8	1	< 0.1%
1150.2	1	< 0.1%
1081	1	< 0.1%
1063.9	1	< 0.1%

Attr62
Highly correlated

This variable is highly correlated with Attr30 and should be ignored for analysis

Correlation	0.9523823148

Attr63
Highly correlated

This variable is highly correlated with Attr50 and should be ignored for analysis

Correlation	0.9649060135

Attr64
Highly correlated

This variable is highly correlated with Attr54 and should be ignored for analysis

Correlation	0.9502609651

Attr7
Highly correlated

This variable is highly correlated with Attr18 and should be ignored for analysis

Correlation	0.996879893

Attr8
Highly correlated

This variable is highly correlated with Attr50 and should be ignored for analysis

Correlation	0.9098129316

Attr9
Numeric

Distinct count	4824
Unique (%)	81.6%
Missing (%)	< 0.1%
Missing (n)	1
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.588322405
Minimum	-3.496
Maximum	65.607
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	-3.496
5-th percentile	0.600012
Q1	1.0148
Median	1.1397
Q3	1.8259
95-th percentile	3.4196
Maximum	65.607
Range	69.103
Interquartile range	0.8111

Descriptive statistics

Standard deviation	1.548390049
Coef of variation	0.9748587841
Kurtosis	562.6921482
Mean	1.588322405
MAD	0.7622616792
Skewness	16.56584288
Sum	9385.397093
Variance	2.397511743
Memory size	46.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0277	8	0.1%
1.0488	7	0.1%
1.0117	6	0.1%
1.0506	6	0.1%
1.0376	6	0.1%
1.0392	6	0.1%
1.0482	5	0.1%
1.0121	5	0.1%
1.0579	5	0.1%
1.0335	5	0.1%
Other values (4813)	5850	99.0%

Minimum 5 values

Value	Count	Frequency (%)
-3.496	1	< 0.1%
0.000191	1	< 0.1%
0.000672	1	< 0.1%
0.000787	1	< 0.1%
0.001744	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
65.607	1	< 0.1%
37.807	1	< 0.1%
22.07	1	< 0.1%
21.258	1	< 0.1%
17.923	1	< 0.1%

class
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

0	5500
1	410

Toggle details

Value	Count	Frequency (%)
0	5500	93.1%
1	410	6.9%

First rows

	Attr1	Attr10	Attr11	Attr12	Attr13	Attr14	Attr15	Attr16	Attr17	Attr18	Attr19	Attr2	Attr20	Attr21	Attr22	Attr23	Attr24	Attr25	Attr26	Attr27	Attr28	Attr29	Attr3	Attr30	Attr31	Attr32	Attr33	Attr34	Attr35	Attr36	Attr37	Attr38	Attr39	Attr4	Attr40	Attr41	Attr42	Attr43	Attr44	Attr45	Attr46	Attr47	Attr48	Attr49	Attr5	Attr50	Attr51	Attr52	Attr53	Attr54	Attr55	Attr56	Attr57	Attr58	Attr59	Attr6	Attr60	Attr61	Attr62	Attr63	Attr64	Attr7	Attr8	Attr9
0	0.088238	0.32036	0.109490	0.197600	0.096885	0.109490	1475.20	0.247420	1.8027	0.109490	0.077287	0.55472	50.199	1.15740	0.135230	0.062287	0.41949	0.320360	0.209120	1.03870	0.026093	6.1267	0.011340	0.377880	0.077287	155.330	2.3498	0.24377	0.135230	1.44930	571.37000	0.32101	0.095457	1.0205	0.128790	0.111890	0.095457	127.30	77.096	0.452890	0.66883	54.621	0.107460	0.075859	-66.5200	1.01930	0.554070	0.42557	0.73717	0.73866	15182.0000	0.080955	0.275430	0.91905	0.002024	0.342040	7.2711	4.7343	142.760	2.5568	3.25970	0.109490	0.57752	1.0881
1	-0.006202	0.51535	0.001329	-0.015967	0.037544	-0.006202	3693.40	0.098825	2.0634	-0.006202	-0.004862	0.48465	59.923	1.01580	0.001289	-0.004862	NaN	0.080285	0.098825	0.17118	0.615450	4.0022	0.232980	0.363810	0.000778	108.050	3.3779	2.70750	-0.036475	1.27570	5.25190	0.59380	-0.028591	1.5998	0.057810	0.291670	0.001011	171.38	111.450	-0.029614	1.06060	58.258	-0.052809	-0.041395	6.1825	1.28230	0.388460	0.29604	1.36140	1.56860	2341.8000	-0.028591	-0.012035	1.00470	0.152220	0.000000	6.0911	3.2749	111.140	3.2841	3.37000	-0.006202	1.06340	1.2757
2	0.130240	0.67731	0.162120	0.732180	0.165680	0.162120	431.75	0.845390	4.5164	0.162120	0.143490	0.22142	41.508	1.23620	0.145860	0.115280	0.23566	0.677310	0.701430	1.47370	2.872100	4.7622	0.577510	0.050069	0.143490	81.653	4.4701	0.65878	0.145860	1.16980	NaN	0.67731	0.129100	3.6082	1.319600	0.042587	0.129100	163.71	122.200	1.013700	3.02800	47.382	0.120800	0.106920	120.0400	3.60820	0.221420	0.22371	3.36840	3.36840	33401.0000	0.123960	0.192290	0.87604	0.000000	0.187640	8.7934	2.9870	71.531	5.1027	5.61880	0.162120	3.05900	1.1415
3	-0.089951	0.11300	-0.080792	-0.174450	0.084038	-0.089951	3020.50	0.120840	1.1274	-0.089951	-0.070525	0.88700	47.698	1.09420	0.000000	-0.070525	NaN	0.064737	0.120840	0.00000	1.251900	4.0153	0.269270	0.657790	-0.138650	253.910	1.4375	0.83567	0.014027	1.27540	1.90050	0.43830	0.010998	1.5222	0.456220	0.149980	0.000000	157.30	109.600	-0.539690	1.19900	82.073	-0.197140	-0.154560	-55.9920	0.88491	0.515640	0.69565	0.52538	2.03780	2789.6000	0.418840	-0.796020	0.59074	2.878700	-0.073957	7.6524	3.3302	147.560	2.4735	5.92990	-0.089951	0.12740	1.2754
4	0.048179	0.44959	0.091990	0.134190	0.055575	0.059280	2386.10	0.152970	1.8168	0.059280	0.039129	0.55041	36.074	0.99455	0.067616	0.031802	0.00000	0.429200	0.132800	2.06710	0.238910	5.8823	0.107650	0.363310	0.039129	140.120	2.6583	2.13360	0.364200	1.51500	6.37830	0.51225	0.240400	1.2437	0.067283	0.198280	0.044632	125.21	89.134	0.321770	0.90475	46.538	0.042701	0.028186	-22.9590	0.99819	0.441760	0.37618	0.99779	1.13690	1.2437	0.240400	0.107160	0.77048	0.139380	0.000000	10.1180	4.0950	106.430	3.4294	3.36220	0.059280	0.81682	1.5150
5	0.231560	0.48953	0.333620	0.571390	0.166890	0.287690	623.17	0.585720	1.9590	0.287690	0.160590	0.51047	79.225	1.27480	0.329830	0.129260	NaN	0.486160	0.475760	7.18140	20.047000	4.1709	0.472910	0.173100	0.166790	125.720	2.9033	2.86370	0.329680	1.79150	84.27500	0.49650	0.184030	1.9393	0.444040	0.049880	0.184110	153.38	74.157	0.595500	1.16700	97.092	0.318540	0.177800	15.1020	1.91280	0.503500	0.34443	20.75100	21.04700	7008.8000	0.184030	0.473030	0.83996	0.014242	0.000000	4.6071	4.9220	102.580	3.5581	75.94100	0.287690	0.95899	1.7915
6	0.099486	0.40009	0.123950	0.215870	0.082929	0.123950	1638.20	0.222810	1.6669	0.123950	0.076897	0.59991	66.783	1.24220	0.134520	0.061722	0.26440	0.400090	0.182040	0.91571	7.360100	4.2136	0.374890	0.371590	0.076897	142.660	2.5586	0.22424	0.134520	1.61180	25.41100	0.42583	0.083460	1.6529	0.006603	0.136730	0.083460	214.06	147.270	0.337340	1.13930	73.273	0.124800	0.077428	19.0360	1.58200	0.574170	0.39084	7.85470	8.36010	6131.0000	0.088581	0.248660	0.91142	0.064344	0.210840	5.4655	2.4784	130.020	2.8072	31.64500	0.123950	0.66690	1.0972
7	0.078518	0.79454	0.093388	1.611900	0.258440	0.093388	735.12	0.496520	4.8672	0.093388	0.236590	0.20546	32.076	0.99207	0.075428	0.198920	0.43626	0.794540	0.424140	2.35450	0.124010	5.0933	0.103930	0.518630	0.236590	66.013	5.5292	0.36712	0.075428	0.41595	0.86215	0.94206	0.191090	2.7939	0.045408	0.080363	0.191090	147.25	115.170	2.263500	2.19510	39.524	0.066803	0.169240	77.7840	0.78786	0.057938	0.18086	0.94800	1.12400	12885.0000	0.188420	0.098822	0.81158	0.185660	0.365150	11.3790	3.1692	53.575	6.8129	0.47096	0.093388	3.86720	1.2322
8	0.125040	0.64560	0.158430	0.863640	0.160790	0.158430	718.98	0.507660	2.8217	0.158430	0.141590	0.35440	76.461	1.26070	0.187360	0.111750	0.37730	0.645600	0.413430	2.06990	0.625440	4.9928	0.314190	0.287400	0.141590	73.977	4.9339	0.52866	0.187360	1.11890	1.53990	0.81655	0.167440	2.7127	0.373810	0.055792	0.167440	139.96	63.502	0.533450	1.43500	94.523	0.165880	0.148240	17.9420	1.40420	0.183450	0.20268	1.28510	1.62540	30900.0000	0.191090	0.193680	0.80891	0.264790	0.305750	4.7737	5.7479	59.841	6.0995	2.22740	0.158430	1.82170	1.2362
9	0.293430	0.41351	0.305720	0.596210	0.228680	0.293430	571.63	0.638520	1.7051	0.293430	0.179190	0.58649	37.194	1.47440	0.000000	0.179190	NaN	0.196340	0.638520	0.00000	0.196480	4.3536	0.083392	0.331250	0.389540	168.460	2.1666	1.81820	0.025565	1.63760	47.00900	0.42221	0.015611	1.1694	0.226580	0.241200	0.000000	103.43	66.238	1.758500	0.83039	57.118	-0.081052	-0.049495	-55.1520	0.98137	0.492170	0.46154	0.97426	0.99474	1882.3000	0.348820	0.709610	0.72150	0.021024	-0.282110	9.8135	5.5104	109.700	3.3273	3.85820	0.293430	0.70507	1.6376

Last rows

	Attr1	Attr10	Attr11	Attr12	Attr13	Attr14	Attr15	Attr16	Attr17	Attr18	Attr19	Attr2	Attr20	Attr21	Attr22	Attr23	Attr24	Attr25	Attr26	Attr27	Attr28	Attr29	Attr3	Attr30	Attr31	Attr32	Attr33	Attr34	Attr35	Attr36	Attr37	Attr38	Attr39	Attr4	Attr40	Attr41	Attr42	Attr43	Attr44	Attr45	Attr46	Attr47	Attr48	Attr49	Attr5	Attr50	Attr51	Attr52	Attr53	Attr54	Attr55	Attr56	Attr57	Attr58	Attr59	Attr6	Attr60	Attr61	Attr62	Attr63	Attr64	Attr7	Attr8	Attr9	class
5900	0.361470	0.743910	0.521500	8.036700	0.911850	0.516340	172.79	2.112400	3.90770	0.516340	0.870980	0.25590	108.5800	0.72427	0.518410	0.609750	0.422900	0.547500	1.507200	100.3300	1.509500	3.7239	0.562760	-0.21313	0.872320	34.225	10.8680	2.72860	-0.092366	1.21980	NaN	0.74391	-0.155810	9.75930	5.961500	0.015719	0.874480	150.230	41.6530	2.04980	8.70630	92.181	0.494180	0.833610	205.980	2.45020	0.064247	0.092011	1.995400	1.99540	2979.80	-0.155780	0.485910	0.57244	0.000000	-0.325970	3.3617	8.7628	39.557	9.2272	1.59020	0.516340	2.907000	0.59282	1
5901	-0.084381	0.616500	-0.084381	-0.375270	-0.179720	-0.084381	-1259.50	-0.289790	4.44730	-0.084381	-0.232740	0.22485	204.4300	0.57674	-0.084994	-0.232740	-0.084381	0.616500	-0.289790	NaN	0.143190	3.5180	0.097051	0.52828	-0.232740	173.290	2.1063	-0.37800	-0.084994	0.39229	NaN	0.61650	-0.234430	1.43160	0.345940	-0.112390	-0.234430	245.760	41.3290	-0.41553	0.52851	156.500	-0.104210	-0.287440	-119.220	1.43160	0.224850	0.474770	0.909580	0.90958	319.88	-0.306280	-0.136870	1.30630	0.000000	-0.084381	1.7854	8.8316	226.370	1.6124	0.53491	-0.084381	2.741800	0.76553	1
5902	0.059436	0.458470	0.059436	0.160800	0.026249	0.059436	3326.10	0.109740	1.84640	0.059436	0.026249	0.54161	34.3440	NaN	0.083984	0.026249	0.059436	0.388860	0.109740	3.4212	1.485800	3.1778	0.376720	0.23638	0.037091	71.795	5.9236	4.04270	0.076448	2.27330	3.10090	0.63045	0.033762	2.01920	0.021252	0.214960	0.037091	119.040	84.7000	0.27897	0.59765	35.517	0.083984	0.037091	26.665	1.37800	0.369630	0.168820	1.808200	2.48650	567.34	0.170090	0.129640	0.82727	0.375110	-0.275010	10.6280	4.3093	59.584	6.1258	8.93020	0.059436	0.846500	2.26430	1
5903	-0.076836	-0.125890	-0.074938	-0.147110	-0.022907	-0.074938	-6804.50	-0.053641	1.95330	-0.074938	-0.062510	0.51194	185.8000	1.01490	-0.053483	-0.064094	-0.074938	-0.125890	-0.057350	NaN	0.668730	4.0180	0.196600	0.39395	-0.062510	159.750	2.2848	-0.10447	-0.053483	1.20380	37.70300	-0.12335	-0.044613	1.38590	0.077858	-2.802100	-0.044613	202.880	17.0800	-0.12591	0.18798	191.380	-0.100960	-0.084216	-133.380	1.37910	0.509400	0.437680	-0.428200	-0.41956	2049.00	0.029134	0.610360	0.97087	-0.020175	-0.076836	1.9645	21.3700	155.100	2.3534	4.07770	-0.074938	-0.245900	1.03000	1
5904	-0.283380	0.022018	-0.283380	-0.794780	-0.203240	-0.283380	-1259.60	-0.289770	1.02260	-0.283380	-0.203240	0.97794	37.1960	NaN	-0.269220	-0.203240	-0.283380	-1.613300	-0.289770	-6.1342	-0.162830	4.1774	-0.125140	0.69780	-0.175650	96.479	4.8215	1.75790	-0.235400	1.47960	0.16297	0.57010	-0.168830	0.64902	0.016216	-0.121080	-0.193090	59.065	21.8690	-1.99440	0.41473	30.168	-0.269220	-0.193090	-56.126	0.23663	0.356550	0.207410	0.028649	0.74181	-1883.00	0.032555	-12.871000	0.97208	24.893000	-1.329800	9.8129	16.6910	93.338	3.9105	1.81430	-0.283380	0.022514	1.39430	1
5905	0.012898	0.293790	0.041583	0.061959	0.023622	0.013981	6507.60	0.056089	1.41600	0.013981	0.008338	0.70621	27.0920	1.03300	0.040401	0.007692	0.901840	0.083706	0.054556	1.4637	0.052831	4.9667	0.038857	0.41853	0.024762	50.128	7.4000	2.36440	0.033819	1.67680	0.37850	0.66377	0.020169	1.17220	0.022858	0.356510	0.024093	56.452	29.3600	0.10363	0.62061	27.207	0.014771	0.008809	-18.907	0.37454	0.225640	0.135140	0.399440	0.90248	3599.10	0.020169	0.043904	1.01220	1.259400	0.000000	13.4720	12.4320	49.117	7.4313	2.27990	0.013981	0.416000	1.67680	1
5906	-0.578050	-0.390040	-0.578050	-0.602160	-0.110220	-0.578050	-742.28	-0.491730	1.03410	-0.578050	-0.133990	0.96702	3.2965	0.64770	-0.534920	-0.133990	-0.578050	-0.390040	-0.491730	NaN	-0.952400	4.0622	-0.800850	0.21864	-0.133990	76.330	4.7819	-0.55316	-0.534920	4.39120	17.03600	-0.38299	-0.123990	0.16576	0.024771	-0.073529	-0.123990	11.451	8.1548	-14.83600	0.12517	3.098	-0.637460	-0.147760	-67.365	0.16455	0.959970	0.209120	-0.463850	-0.45546	-9242.10	-0.064073	1.482000	1.06410	-0.018084	-0.578050	110.7200	44.7590	81.220	4.4940	5.13050	-0.578050	-0.403340	0.93979	1
5907	-0.179050	-0.326590	-0.154930	-0.142840	-0.072940	-0.154930	-3298.20	-0.110670	0.79665	-0.154930	-0.081350	1.25530	37.0460	0.83104	0.176700	-0.094015	-0.154930	-0.326590	-0.129880	NaN	-1.442300	5.3244	-0.275990	0.65813	-0.081350	244.230	1.4945	0.14077	0.176700	1.95150	3.60650	-0.15597	0.092780	0.74554	0.064095	0.214140	0.092780	141.650	104.6100	-0.92630	0.56733	43.526	0.160680	0.084370	-120.440	0.64421	1.084600	0.669130	-1.706700	-0.81508	-58253.00	0.148880	0.548240	0.85112	-0.522430	-0.179050	9.8526	3.4892	207.870	1.7559	9.95270	-0.154930	-0.260180	1.17490	1
5908	-0.108860	0.093224	-0.109180	-0.620380	-0.065652	-0.109180	-5352.10	-0.068197	1.34420	-0.109180	-0.141280	0.74394	26.2850	1.12100	-0.099950	-0.140860	-0.109180	0.093224	-0.067762	NaN	0.019106	4.8555	0.015449	0.95181	-0.141280	70.252	5.1956	-0.13435	-0.099950	0.83553	0.23908	0.66118	-0.129340	1.08780	0.048976	-0.589300	-0.129340	86.348	60.0640	-1.95610	0.77157	22.215	-0.158400	-0.204970	-17.003	0.25733	0.175990	0.192470	0.115300	0.81772	1107.50	-0.183200	-1.167700	1.18320	6.092400	-0.108860	13.8860	6.0769	83.122	4.3911	0.95575	-0.109180	0.125310	0.84516	1
5909	-0.105370	0.463670	-0.109940	-0.205570	-0.066747	-0.109940	-2055.90	-0.177540	1.86470	-0.109940	-0.077072	0.53629	47.1990	0.71351	-0.082947	-0.073868	-0.109940	0.463670	-0.169020	NaN	-0.089234	3.9698	-0.045578	0.37528	-0.077072	130.060	2.8064	-0.15467	-0.082947	1.44810	205.69000	0.46515	-0.058149	0.91478	0.004456	-0.258460	-0.058149	124.570	77.3740	-0.57124	0.56987	44.858	-0.097675	-0.068474	-56.068	0.91225	0.534810	0.356320	0.907790	0.91069	-425.13	-0.052186	-0.227250	1.05220	0.003196	-0.105370	7.7332	4.7174	136.850	2.6672	2.79270	-0.109940	0.864600	0.95040	1

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows